diff --git a/notebooks/session_workflow.ipynb b/notebooks/session_workflow.ipynb new file mode 100644 index 0000000..e4d91a9 --- /dev/null +++ b/notebooks/session_workflow.ipynb @@ -0,0 +1,168 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "source": [ + "import time\n", + "import os\n", + "from mspasspy.algorithms import signals\n", + "from mspasspy.ccore.algorithms.basic import TimeWindow\n", + "from mspasspy.algorithms.window import WindowData\n", + "from mspasspy.graphics import SeismicPlotter\n", + "from mspasspy.algorithms.RFdeconProcessor import RFdeconProcessor, RFdecon\n", + "from mspasspy.algorithms.window import scale\n", + "from mspasspy.db.client import DBClient\n", + "from mspasspy.db.database import Database\n", + "\n", + "# initialize the dask scheduler and Database client\n", + "hostname = os.environ.get('HOSTNAME')\n", + "client = DBClient(hostname)\n", + "db=Database(client, 'usarraytest')\n", + "# define deconvolution processor\n", + "processor=RFdeconProcessor()\n", + "\n", + "# define window function for seismogram\n", + "def window_seis(i):\n", + " twin=TimeWindow(-20.0,150.0)\n", + " t=i.t0 + 300\n", + " i.ator(t)\n", + " wd = None\n", + " try:\n", + " wd = WindowData(i,twin)\n", + " except Exception as err:\n", + " wd = \"error\"\n", + " return wd" + ], + "outputs": [], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 9, + "source": [ + "# input data size\n", + "record_num = 10\n", + "# start timing\n", + "t0=time.time()\n", + "cursor=db.wf_Seismogram.find({},limit=record_num)\n", + "# read -> detrend -> filter -> window -> deconvolution\n", + "for doc in cursor:\n", + " seis = db.read_data(doc, collection='wf_Seismogram')\n", + " seis['arrival.time'] = seis.t0 + 300\n", + " seis = signals.detrend(seis,'demean')\n", + " seis = signals.filter(seis,\"bandpass\",freqmin=0.01,freqmax=2.0)\n", + " # there is a window data function in the RF decon\n", + " # seis = window_seis(seis)\n", + " seis = RFdecon(seis, processor)\n", + "t1=time.time()-t0\n", + "print('Elapsed time for processing all = ',t1)" + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Elapsed time for processing all = 57.28491187095642\n" + ] + } + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 10, + "source": [ + "import dask.bag\n", + "from dask.distributed import Client as DaskClient\n", + "from mspasspy.db.database import read_distributed_data\n", + "\n", + "# initialize the dask client\n", + "daskclient = DaskClient(hostname + ':8786')\n", + "#print(daskclient.scheduler_info())\n", + "\n", + "# input data size\n", + "record_num = 10\n", + "# start timing\n", + "t0=time.time()\n", + "cursor=db.wf_Seismogram.find({},limit=record_num)\n", + "# read -> detrend -> filter -> window -> deconvolution\n", + "data = read_distributed_data(db, cursor)\n", + "data_det = data.map(signals.detrend,'demean')\n", + "data_fil = data_det.map(signals.filter,\"bandpass\",freqmin=0.01,freqmax=2.0)\n", + "data_win = data_fil.map(window_seis)\n", + "data_decon = data_fil.map(RFdecon, processor)\n", + "data_list = data_decon.compute()\n", + "t1=time.time()-t0\n", + "print('Elapsed time for processing all = ',t1)" + ], + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 2)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 8)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 3)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 5)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 9)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 7)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 0)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 4)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 1)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n", + "distributed.protocol.pickle - INFO - Failed to serialize (, (, , [(, , [(, , [(, . at 0x2ba38f08d268>, [\"('from_sequence-318001d8724ef6fa32b2cf40f12805e3', 6)\"], None, {}), (, 'demean')], None, {}), (, 'bandpass')], None, {'freqmin': 0.01, 'freqmax': 2.0}), (, )], None, {})). Exception: can't pickle mspasspy.ccore.algorithms.deconvolution.LeastSquareDecon objects\n" + ] + }, + { + "output_type": "error", + "ename": "KilledWorker", + "evalue": "(\"('detrend-filter-lambda-RFdecon-6deddebd4dbe5d32c5bd8a701d29e16b', 2)\", )", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKilledWorker\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0mdata_win\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata_fil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmap\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwindow_seis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[0mdata_decon\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata_fil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmap\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mRFdecon\u001b[0m\u001b[0;34m,\u001b[0m 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2652\u001b[0m \u001b[0mshould_rejoin\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2653\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2654\u001b[0;31m \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgather\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpacked\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0masynchronous\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0masynchronous\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdirect\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdirect\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2655\u001b[0m \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2656\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mf\u001b[0m \u001b[0;32min\u001b[0m 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(\"('detrend-filter-lambda-RFdecon-6deddebd4dbe5d32c5bd8a701d29e16b', 2)\", )" + ] + } + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": null, + "source": [], + "outputs": [], + "metadata": {} + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/notebooks/usarray_benchmark.ipynb b/notebooks/usarray_benchmark.ipynb new file mode 100755 index 0000000..f0151d6 --- /dev/null +++ b/notebooks/usarray_benchmark.ipynb @@ -0,0 +1,1467 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Benchmark Data Assembly\n", + "## *Gary Pavlis - started March 30, 2021*\n", + "This notebook documents how the benchmark data was assembled from the downloaded usarray data set. It build on the raw_data_tutorial combined with a more complete database assembled previously, exported as json, and sent to TACC. This notebook will be run on a mac pro called quakes.geology.indiana.edu testing the docker container image. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Importing metadata collections\n", + "As noted I previously the first step is to import the json files created with the export process. To do that I had to first start the docker all-in-one container. An oddity I think we need to fix is the name of the running container seems to be assigned automatically somehow. My instance on quakes was called \"infallible_thompson. To get a shell in the container I did this:\n", + "```\n", + "docker exec -it infallible_thompson bash\n", + "cd /home\n", + "```\n", + "noting I had launched docker from /Volumes/data/usarray/db. postscript: After a call to Ian it seems the random naming was intentional for this use. The all in one procedure is intended for running tutorials where knowing the container name would be baggage. \n", + "\n", + "Importing such data is well documented in the mongodb documentation. I followed this source https://docs.mongodb.com/guides/server/import/ to generate the following command lines to import the four exported collections." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "```\n", + "# top level directory on quakes is - run this in a shell from this directory /scratch/06058/iwang/mspass/workdir\n", + "mongoimport --host $HOSTNAME --port \"27017\" --db usarraytest --collection arrival --file json_import/arrival.json\n", + "mongoimport --host $HOSTNAME --port \"27017\" --db usarraytest --collection channel --file json_import/channel.json\n", + "mongoimport --host $HOSTNAME --port \"27017\" --db usarraytest --collection site --file json_import/site.json\n", + "mongoimport --host $HOSTNAME --port \"27017\" --db usarraytest --collection source --file json_import/source.json\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Indexing waveform data\n", + "We now run a variant of section 5 of the raw data tutorial with the same title as above. The variant is that here we define a year at the top and assume a specific file structure that is valid for the way I assembled these data. Some tweeking may be needed when this notebook is transferred to TACC. \n", + "\n", + "In running this I uncovered an important issue to beware of. That is, it really matters what directory is mapped into the container. I (incorrectly) created a seperate db directory and had docker mount that as /home. Problem I created was the mount point is inside the file system tree. I had the waveform data in (to use unix shell syntax) the directory ../wf. The problem is \"..\" is not visible as I mounted it. Symbolic links wouldn't work either for the same reason. I solved it for this test by creating a wf/2012 directory and creating hard links form ../wf/2012/*.mseed to create aliases in the local wf/2012. Works as a patch, but not the right solution." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['event756.mseed', 'event548.mseed', 'event394.mseed', 'event714.mseed', 'event305.mseed', 'event936.mseed', 'event89.mseed', 'event960.mseed', 'event656.mseed', 'event916.mseed', 'event327.mseed', 'event580.mseed', 'event716.mseed', 'event506.mseed', 'event407.mseed', 'event674.mseed', 'event867.mseed', 'event892.mseed', 'event443.mseed', 'event310.mseed', 'event83.mseed', 'event39.mseed', 'event421.mseed', 'event161.mseed', 'event645.mseed', 'event32.mseed', 'event820.mseed', 'event171.mseed', 'event110.mseed', 'event634.mseed', 'event308.mseed', 'event953.mseed', 'event851.mseed', 'event267.mseed', 'event781.mseed', 'event434.mseed', 'event795.mseed', 'event195.mseed', 'event668.mseed', 'event526.mseed', 'event463.mseed', 'event870.mseed', 'event56.mseed', 'event497.mseed', 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"outputs": [], + "source": [ + "import dask.bag\n", + "from dask.distributed import Client as DaskClient\n", + "from mspasspy.db.database import Database\n", + "from mspasspy.db.client import DBClient\n", + "from mspasspy.preprocessing.seed.ensembles import (dbsave_seed_ensemble_file)\n", + "\n", + "hostname = os.environ.get('HOSTNAME')\n", + "daskclient = DaskClient(hostname + ':8786')\n", + "dbclient = DBClient(hostname + ':27017')\n", + "db = Database(dbclient,'usarraytest')\n", + "\n", + "def save_ens(fn):\n", + " fname=dir+'/'+fn\n", + " try:\n", + " db.index_mseed_file(fn, dir=dir, collection='import_miniseed_ensemble')\n", + " except Exception as err:\n", + " return err\n", + " return 'Building index for miniseed file='+fname\n", + "\n", + "filelist_dbg = dask.bag.from_sequence(filelist)\n", + "filelist_map = filelist_dbg.map(save_ens)\n", + "save_log = filelist_map.compute()\n", + "\n", + "\n", + "# from mspasspy.db.database import Database\n", + "# from mspasspy.db.client import Client\n", + "# from mspasspy.preprocessing.seed.ensembles import (dbsave_seed_ensemble_file)\n", + "\n", + "# dbclient=Client('mongodb://c402-003:27017')\n", + "# db=Database(dbclient,'usarraytest')\n", + "# print(db.list_collection_names())\n", + "# for file in filelist:\n", + "# fname=dir+'/'+file\n", + "# print('Building index for miniseed file=',fname)\n", + "# try:\n", + "# dbsave_seed_ensemble_file(db,fname)\n", + "# except Exception as err:\n", + "# print(err)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1, 4, 9, 16, 25]\n" + ] + } + ], + "source": [ + "print(save_log)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Source association\n", + "Next the same steps as 6 in raw data tutorial. Well shortened and without the explanations:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'name': 'source', 'type': 'collection', 'options': {}, 'info': {'readOnly': False, 'uuid': UUID('2a422223-5cb7-41de-8dc6-ae3dd19a953e')}, 'idIndex': {'v': 2, 'key': {'_id': 1}, 'name': '_id_', 'ns': 'usarraytest.source'}}\n", + "{'name': 'channel', 'type': 'collection', 'options': {}, 'info': {'readOnly': False, 'uuid': UUID('600479e9-de65-49ff-8f70-ee2eeabce12c')}, 'idIndex': {'v': 2, 'key': {'_id': 1}, 'name': '_id_', 'ns': 'usarraytest.channel'}}\n", + "{'name': 'site', 'type': 'collection', 'options': {}, 'info': {'readOnly': False, 'uuid': UUID('7515415e-bdef-41e0-86fb-4a0ae30a8e60')}, 'idIndex': {'v': 2, 'key': {'_id': 1}, 'name': '_id_', 'ns': 'usarraytest.site'}}\n", + "{'name': 'import_miniseed_ensemble', 'type': 'collection', 'options': {}, 'info': {'readOnly': False, 'uuid': UUID('96be719e-9b12-4439-9e5d-046036cbf4b1')}, 'idIndex': {'v': 2, 'key': {'_id': 1}, 'name': '_id_', 'ns': 'usarraytest.import_miniseed_ensemble'}}\n", + "{'name': 'arrival', 'type': 'collection', 'options': {}, 'info': {'readOnly': False, 'uuid': UUID('df1541b0-d6ab-467b-bd3c-61a753f19fb9')}, 'idIndex': {'v': 2, 'key': {'_id': 1}, 'name': '_id_', 'ns': 'usarraytest.arrival'}}\n" + ] + } + ], + "source": [ + "# Added to run remotely test status. Could be removed.\n", + "\n", + "dbclient=DBClient(hostname + ':27017')\n", + "db=Database(dbclient,'usarraytest')\n", + "cols=db.list_collections()\n", + "for doc in cols:\n", + " print(doc)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Started this up much later than above (April 7) so wanted to verify how many ensembles were actually processed with the following:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "number of ensembles successfully indexed= 3833785\n" + ] + } + ], + "source": [ + "n=db.import_miniseed_ensemble.count_documents({})\n", + "print(\"number of ensembles successfully indexed=\",n)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from mspasspy.preprocessing.seed.ensembles import link_source_collection\n", + "link_source_collection(db)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The next step requires some changes because it needs to access the converted antelope database tables used to build the arrival collection. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "evid= 206397 contents: {'evid': 206397, 'lat': 12.011, 'lon': 143.505, 'depth': 10.0, 'time': 1325377805.03}\n", + "evid= 206398 contents: {'evid': 206398, 'lat': -11.372, 'lon': 166.224, 'depth': 66.7, 'time': 1325379008.01}\n", + "evid= 206401 contents: {'evid': 206401, 'lat': 31.416, 'lon': 138.155, 'depth': 348.5, 'time': 1325395674.5}\n", + "evid= 206408 contents: {'evid': 206408, 'lat': 12.018, 'lon': 143.607, 'depth': 6.5, 'time': 1325432652.07}\n", + "evid= 206439 contents: {'evid': 206439, 'lat': -14.748, 'lon': 167.44, 'depth': 221.6, 'time': 1325652454.05}\n", + "evid= 206454 contents: {'evid': 206454, 'lat': -10.67, 'lon': 166.375, 'depth': 75.9, 'time': 1325703417.29}\n", + "evid= 206458 contents: {'evid': 206458, 'lat': -45.97, 'lon': -76.014, 'depth': 10.0, 'time': 1325724873.21}\n", + "evid= 206459 contents: {'evid': 206459, 'lat': -17.691, 'lon': -173.543, 'depth': 35.0, 'time': 1325726020.43}\n", + "evid= 206464 contents: {'evid': 206464, 'lat': 18.325, 'lon': -70.361, 'depth': 39.8, 'time': 1325756132.1}\n", + "evid= 206500 contents: {'evid': 206500, 'lat': -6.341, 'lon': -107.312, 'depth': 10.0, 'time': 1325876079.31}\n" + ] + } + ], + "source": [ + "from mspasspy.preprocessing.css30.dbarrival import extract_unique_css30_sources\n", + "arrfiledir= os.environ.get('SCRATCH') + 'mspass' # for docker container\n", + "arrfile=arrfiledir+'/'+'usarray_tele'+year+'.txt'\n", + "events=extract_unique_css30_sources(arrfile)\n", + "# print just the first 10 events\n", + "n=0\n", + "for k in events:\n", + " print('evid=',k,' contents: ',events[k])\n", + " n+=1\n", + " if(n>=10):\n", + " break" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Then this that uses the output of the above:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The following records in collection source have matching data for one or more evids\n", + "You must fix the mismatch problem before you can load these data\n", + "206397 {'_id': ObjectId('6012d95c961f396071be8657'), 'evid': 206397, 'latitude': 12.011, 'longitude': 143.505, 'depth': 10.0, 'time': 1325377805.03, 'source_id': '6012d95c961f396071be8657'}\n", + "206398 {'_id': ObjectId('6012d95c961f396071be8658'), 'evid': 206398, 'latitude': -11.372, 'longitude': 166.224, 'depth': 66.7, 'time': 1325379008.01, 'source_id': '6012d95c961f396071be8658'}\n", + "206401 {'_id': ObjectId('6012d95c961f396071be8659'), 'evid': 206401, 'latitude': 31.416, 'longitude': 138.155, 'depth': 348.5, 'time': 1325395674.5, 'source_id': '6012d95c961f396071be8659'}\n", + "206408 {'_id': ObjectId('6012d95c961f396071be865a'), 'evid': 206408, 'latitude': 12.018, 'longitude': 143.607, 'depth': 6.5, 'time': 1325432652.07, 'source_id': '6012d95c961f396071be865a'}\n", + "206439 {'_id': ObjectId('6012d95c961f396071be865b'), 'evid': 206439, 'latitude': -14.748, 'longitude': 167.44, 'depth': 221.6, 'time': 1325652454.05, 'source_id': '6012d95c961f396071be865b'}\n", + "206454 {'_id': ObjectId('6012d95c961f396071be865c'), 'evid': 206454, 'latitude': -10.67, 'longitude': 166.375, 'depth': 75.9, 'time': 1325703417.29, 'source_id': '6012d95c961f396071be865c'}\n", + "206458 {'_id': ObjectId('6012d95c961f396071be865d'), 'evid': 206458, 'latitude': -45.97, 'longitude': -76.014, 'depth': 10.0, 'time': 1325724873.21, 'source_id': '6012d95c961f396071be865d'}\n", + "206459 {'_id': ObjectId('6012d95c961f396071be865e'), 'evid': 206459, 'latitude': -17.691, 'longitude': -173.543, 'depth': 35.0, 'time': 1325726020.43, 'source_id': '6012d95c961f396071be865e'}\n", + "206464 {'_id': ObjectId('6012d95c961f396071be865f'), 'evid': 206464, 'latitude': 18.325, 'longitude': -70.361, 'depth': 39.8, 'time': 1325756132.1, 'source_id': '6012d95c961f396071be865f'}\n", + "206500 {'_id': ObjectId('6012d95c961f396071be8660'), 'evid': 206500, 'latitude': -6.341, 'longitude': -107.312, 'depth': 10.0, 'time': 1325876079.31, 'source_id': '6012d95c961f396071be8660'}\n", + "206510 {'_id': ObjectId('6012d95c961f396071be8661'), 'evid': 206510, 'latitude': -28.613, 'longitude': -176.935, 'depth': 10.0, 'time': 1325961488.09, 'source_id': '6012d95c961f396071be8661'}\n", + "206514 {'_id': ObjectId('6012d95c961f396071be8662'), 'evid': 206514, 'latitude': -17.897, 'longitude': -178.541, 'depth': 554.5, 'time': 1325982952.5, 'source_id': '6012d95c961f396071be8662'}\n", + "206527 {'_id': ObjectId('6012d95c961f396071be8663'), 'evid': 206527, 'latitude': 39.363, 'longitude': 141.785, 'depth': 62.3, 'time': 1326060789.58, 'source_id': '6012d95c961f396071be8663'}\n", + "206529 {'_id': ObjectId('6012d95c961f396071be8664'), 'evid': 206529, 'latitude': -15.063, 'longitude': -174.142, 'depth': 10.0, 'time': 1326067614.8, 'source_id': '6012d95c961f396071be8664'}\n", + "206533 {'_id': ObjectId('6012d95c961f396071be8665'), 'evid': 206533, 'latitude': -10.617, 'longitude': 165.16, 'depth': 28.0, 'time': 1326082034.67, 'source_id': '6012d95c961f396071be8665'}\n", + "206539 {'_id': ObjectId('6012d95c961f396071be8666'), 'evid': 206539, 'latitude': -32.573, 'longitude': -71.594, 'depth': 21.4, 'time': 1326144651.0, 'source_id': '6012d95c961f396071be8666'}\n", + "206542 {'_id': ObjectId('6012d95c961f396071be8667'), 'evid': 206542, 'latitude': -16.991, 'longitude': 171.406, 'depth': 10.0, 'time': 1326159939.06, 'source_id': '6012d95c961f396071be8667'}\n", + "206547 {'_id': ObjectId('6012d95c961f396071be8668'), 'evid': 206547, 'latitude': -17.414, 'longitude': -172.779, 'depth': 10.0, 'time': 1326200918.95, 'source_id': '6012d95c961f396071be8668'}\n", + "206578 {'_id': ObjectId('6012d95c961f396071be8669'), 'evid': 206578, 'latitude': 36.994, 'longitude': 141.071, 'depth': 16.0, 'time': 1326338449.99, 'source_id': '6012d95c961f396071be8669'}\n", + "206579 {'_id': ObjectId('6012d95c961f396071be866a'), 'evid': 206579, 'latitude': 38.336, 'longitude': 142.461, 'depth': 35.0, 'time': 1326346648.76, 'source_id': '6012d95c961f396071be866a'}\n", + "206591 {'_id': ObjectId('6012d95c961f396071be866b'), 'evid': 206591, 'latitude': -16.508, 'longitude': -173.37, 'depth': 78.1, 'time': 1326407461.09, 'source_id': '6012d95c961f396071be866b'}\n", + "206605 {'_id': ObjectId('6012d95c961f396071be866c'), 'evid': 206605, 'latitude': -32.809, 'longitude': -178.566, 'depth': 10.0, 'time': 1326476950.12, 'source_id': '6012d95c961f396071be866c'}\n", + "206606 {'_id': ObjectId('6012d95c961f396071be866d'), 'evid': 206606, 'latitude': 51.08, 'longitude': -130.72, 'depth': 10.0, 'time': 1326483964.0, 'source_id': '6012d95c961f396071be866d'}\n", + "206608 {'_id': ObjectId('6012d95c961f396071be866e'), 'evid': 206608, 'latitude': -32.882, 'longitude': -178.476, 'depth': 10.0, 'time': 1326486324.54, 'source_id': '6012d95c961f396071be866e'}\n", + "206617 {'_id': ObjectId('6012d95c961f396071be866f'), 'evid': 206617, 'latitude': 19.202, 'longitude': 121.156, 'depth': 17.0, 'time': 1326558981.04, 'source_id': '6012d95c961f396071be866f'}\n", + "206652 {'_id': ObjectId('6012d95c961f396071be8670'), 'evid': 206652, 'latitude': -4.045, 'longitude': -104.146, 'depth': 10.0, 'time': 1326814068.53, 'source_id': '6012d95c961f396071be8670'}\n", + "206660 {'_id': ObjectId('6012d95c961f396071be8671'), 'evid': 206660, 'latitude': -31.655, 'longitude': -71.499, 'depth': 32.9, 'time': 1326842495.04, 'source_id': '6012d95c961f396071be8671'}\n", + "206668 {'_id': ObjectId('6012d95c961f396071be8672'), 'evid': 206668, 'latitude': -31.761, 'longitude': -68.084, 'depth': 10.0, 'time': 1326886550.51, 'source_id': '6012d95c961f396071be8672'}\n", + "206674 {'_id': ObjectId('6012d95c961f396071be8673'), 'evid': 206674, 'latitude': -11.018, 'longitude': 165.536, 'depth': 17.1, 'time': 1326906082.37, 'source_id': '6012d95c961f396071be8673'}\n", + "206675 {'_id': ObjectId('6012d95c961f396071be8674'), 'evid': 206675, 'latitude': -10.999, 'longitude': 165.464, 'depth': 38.2, 'time': 1326906177.42, 'source_id': '6012d95c961f396071be8674'}\n", + "206677 {'_id': ObjectId('6012d95c961f396071be8675'), 'evid': 206677, 'latitude': -11.023, 'longitude': 165.478, 'depth': 39.9, 'time': 1326907563.55, 'source_id': '6012d95c961f396071be8675'}\n", + "206687 {'_id': ObjectId('6012d95c961f396071be8676'), 'evid': 206687, 'latitude': -10.979, 'longitude': 165.477, 'depth': 46.8, 'time': 1326946002.0, 'source_id': '6012d95c961f396071be8676'}\n", + "206690 {'_id': ObjectId('6012d95c961f396071be8677'), 'evid': 206690, 'latitude': -10.966, 'longitude': 165.57, 'depth': 12.0, 'time': 1326952718.79, 'source_id': '6012d95c961f396071be8677'}\n", + "206694 {'_id': ObjectId('6012d95c961f396071be8678'), 'evid': 206694, 'latitude': -31.62, 'longitude': -71.618, 'depth': 49.8, 'time': 1326957022.07, 'source_id': '6012d95c961f396071be8678'}\n", + "206698 {'_id': ObjectId('6012d95c961f396071be8679'), 'evid': 206698, 'latitude': 36.29, 'longitude': 58.84, 'depth': 8.0, 'time': 1326976551.0, 'source_id': '6012d95c961f396071be8679'}\n", + "206710 {'_id': ObjectId('6012d95c961f396071be867a'), 'evid': 206710, 'latitude': 37.75, 'longitude': 143.311, 'depth': 22.4, 'time': 1327066250.59, 'source_id': '6012d95c961f396071be867a'}\n", + "206716 {'_id': ObjectId('6012d95c961f396071be867b'), 'evid': 206716, 'latitude': 14.873, 'longitude': -93.005, 'depth': 45.0, 'time': 1327171631.56, 'source_id': '6012d95c961f396071be867b'}\n", + "206736 {'_id': ObjectId('6012d95c961f396071be867c'), 'evid': 206736, 'latitude': 37.108, 'longitude': 140.965, 'depth': 62.4, 'time': 1327319143.7, 'source_id': '6012d95c961f396071be867c'}\n", + "206737 {'_id': ObjectId('6012d95c961f396071be867d'), 'evid': 206737, 'latitude': -36.409, 'longitude': -73.03, 'depth': 20.0, 'time': 1327334692.98, 'source_id': '6012d95c961f396071be867d'}\n", + "206741 {'_id': ObjectId('6012d95c961f396071be867e'), 'evid': 206741, 'latitude': 19.542, 'longitude': -70.077, 'depth': 8.8, 'time': 1327351814.5, 'source_id': '6012d95c961f396071be867e'}\n", + "206743 {'_id': ObjectId('6012d95c961f396071be867f'), 'evid': 206743, 'latitude': -24.977, 'longitude': 178.52, 'depth': 580.3, 'time': 1327366325.23, 'source_id': '6012d95c961f396071be867f'}\n", + "206757 {'_id': ObjectId('6012d95c961f396071be8680'), 'evid': 206757, 'latitude': 52.654, 'longitude': -167.049, 'depth': 41.4, 'time': 1327452357.71, 'source_id': '6012d95c961f396071be8680'}\n", + "206759 {'_id': ObjectId('6012d95c961f396071be8681'), 'evid': 206759, 'latitude': -5.209, 'longitude': 152.136, 'depth': 65.4, 'time': 1327475824.22, 'source_id': '6012d95c961f396071be8681'}\n", + "206767 {'_id': ObjectId('6012d95c961f396071be8682'), 'evid': 206767, 'latitude': -6.672, 'longitude': -122.202, 'depth': 10.0, 'time': 1327507449.3, 'source_id': '6012d95c961f396071be8682'}\n", + "206774 {'_id': ObjectId('6012d95c961f396071be8683'), 'evid': 206774, 'latitude': 38.19, 'longitude': 141.573, 'depth': 52.3, 'time': 1327524175.91, 'source_id': '6012d95c961f396071be8683'}\n", + "206779 {'_id': ObjectId('6012d95c961f396071be8684'), 'evid': 206779, 'latitude': 36.06, 'longitude': 25.07, 'depth': 29.0, 'time': 1327551898.3, 'source_id': '6012d95c961f396071be8684'}\n", + "206780 {'_id': ObjectId('6012d95c961f396071be8685'), 'evid': 206780, 'latitude': 14.338, 'longitude': 145.189, 'depth': 113.3, 'time': 1327552925.57, 'source_id': '6012d95c961f396071be8685'}\n", + "206808 {'_id': ObjectId('6012d95c961f396071be8686'), 'evid': 206808, 'latitude': 21.645, 'longitude': 142.852, 'depth': 314.4, 'time': 1327615446.91, 'source_id': '6012d95c961f396071be8686'}\n", + "206817 {'_id': ObjectId('6012d95c961f396071be8687'), 'evid': 206817, 'latitude': 36.044, 'longitude': 25.064, 'depth': 5.2, 'time': 1327628004.0, 'source_id': '6012d95c961f396071be8687'}\n", + "206830 {'_id': ObjectId('6012d95c961f396071be8688'), 'evid': 206830, 'latitude': 44.48, 'longitude': 10.03, 'depth': 60.0, 'time': 1327675993.0, 'source_id': '6012d95c961f396071be8688'}\n", + "206838 {'_id': ObjectId('6012d95c961f396071be8689'), 'evid': 206838, 'latitude': 35.474, 'longitude': 138.888, 'depth': 36.3, 'time': 1327704196.14, 'source_id': '6012d95c961f396071be8689'}\n", + "206839 {'_id': ObjectId('6012d95c961f396071be868a'), 'evid': 206839, 'latitude': 40.177, 'longitude': 142.211, 'depth': 55.3, 'time': 1327710138.94, 'source_id': '6012d95c961f396071be868a'}\n", + "206844 {'_id': ObjectId('6012d95c961f396071be868b'), 'evid': 206844, 'latitude': -36.793, 'longitude': -110.509, 'depth': 10.0, 'time': 1327725821.03, 'source_id': '6012d95c961f396071be868b'}\n", + "206848 {'_id': ObjectId('6012d95c961f396071be868c'), 'evid': 206848, 'latitude': -21.466, 'longitude': -66.43, 'depth': 198.9, 'time': 1327740696.43, 'source_id': '6012d95c961f396071be868c'}\n", + "206852 {'_id': ObjectId('6012d95c961f396071be868d'), 'evid': 206852, 'latitude': -29.43, 'longitude': -177.386, 'depth': 21.0, 'time': 1327772571.72, 'source_id': '6012d95c961f396071be868d'}\n", + "206853 {'_id': ObjectId('6012d95c961f396071be868e'), 'evid': 206853, 'latitude': -29.41, 'longitude': -177.261, 'depth': 27.3, 'time': 1327772749.45, 'source_id': '6012d95c961f396071be868e'}\n", + "206854 {'_id': ObjectId('6012d95c961f396071be868f'), 'evid': 206854, 'latitude': -29.59, 'longitude': -177.139, 'depth': 10.0, 'time': 1327772855.79, 'source_id': '6012d95c961f396071be868f'}\n", + "206855 {'_id': ObjectId('6012d95c961f396071be8690'), 'evid': 206855, 'latitude': -29.69, 'longitude': -177.175, 'depth': 18.4, 'time': 1327774670.68, 'source_id': '6012d95c961f396071be8690'}\n", + "206856 {'_id': ObjectId('6012d95c961f396071be8691'), 'evid': 206856, 'latitude': -29.519, 'longitude': -177.172, 'depth': 10.0, 'time': 1327776541.41, 'source_id': '6012d95c961f396071be8691'}\n", + "206857 {'_id': ObjectId('6012d95c961f396071be8692'), 'evid': 206857, 'latitude': -29.574, 'longitude': -177.259, 'depth': 25.3, 'time': 1327777539.73, 'source_id': '6012d95c961f396071be8692'}\n", + "206872 {'_id': ObjectId('6012d95c961f396071be8693'), 'evid': 206872, 'latitude': 16.488, 'longitude': -46.529, 'depth': 10.0, 'time': 1327873405.09, 'source_id': '6012d95c961f396071be8693'}\n", + "206875 {'_id': ObjectId('6012d95c961f396071be8694'), 'evid': 206875, 'latitude': -14.169, 'longitude': -75.63, 'depth': 43.0, 'time': 1327900260.93, 'source_id': '6012d95c961f396071be8694'}\n", + "206922 {'_id': ObjectId('6012d95c961f396071be8695'), 'evid': 206922, 'latitude': -31.585, 'longitude': -111.525, 'depth': 10.0, 'time': 1328132626.48, 'source_id': '6012d95c961f396071be8695'}\n", + "206930 {'_id': ObjectId('6012d95c961f396071be8696'), 'evid': 206930, 'latitude': -6.586, 'longitude': 149.718, 'depth': 38.6, 'time': 1328175136.88, 'source_id': 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'6012d95c961f396071be89d9'}\n", + "304277 {'_id': ObjectId('6012d95c961f396071be89da'), 'evid': 304277, 'latitude': -0.145, 'longitude': 122.918, 'depth': 112.1, 'time': 1356715938.07, 'source_id': '6012d95c961f396071be89da'}\n", + "304290 {'_id': ObjectId('6012d95c961f396071be89db'), 'evid': 304290, 'latitude': 38.738, 'longitude': 142.024, 'depth': 55.6, 'time': 1356793178.91, 'source_id': '6012d95c961f396071be89db'}\n", + "304292 {'_id': ObjectId('6012d95c961f396071be89dc'), 'evid': 304292, 'latitude': 35.711, 'longitude': 70.599, 'depth': 117.4, 'time': 1356803452.84, 'source_id': '6012d95c961f396071be89dc'}\n", + "304300 {'_id': ObjectId('6012d95c961f396071be89dd'), 'evid': 304300, 'latitude': 37.018, 'longitude': 141.168, 'depth': 39.8, 'time': 1356822324.2, 'source_id': '6012d95c961f396071be89dd'}\n", + "304308 {'_id': ObjectId('6012d95c961f396071be89de'), 'evid': 304308, 'latitude': 14.446, 'longitude': -92.991, 'depth': 26.0, 'time': 1356870081.87, 'source_id': '6012d95c961f396071be89de'}\n", + "304315 {'_id': ObjectId('6012d95c961f396071be89df'), 'evid': 304315, 'latitude': -12.871, 'longitude': -70.932, 'depth': 35.0, 'time': 1356900568.72, 'source_id': '6012d95c961f396071be89df'}\n", + "304316 {'_id': ObjectId('6012d95c961f396071be89e0'), 'evid': 304316, 'latitude': 15.031, 'longitude': -92.037, 'depth': 122.6, 'time': 1356916518.77, 'source_id': '6012d95c961f396071be89e0'}\n", + "loaded None new documents into source collection\n" + ] + } + ], + "source": [ + "from mspasspy.preprocessing.css30.dbarrival import load_css30_sources\n", + "n=load_css30_sources(db,events)\n", + "print('loaded ',n,' new documents into source collection')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That output suggests strongly that evids were set earlier when I created the original usarray data set. Will blunder on assuming that is so." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Anf finally this for this step:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of arrival documents processed= 0\n", + "Number of arrival documents updated= 0\n", + "Number arrivals in set that did not match keyed by evid = {}\n" + ] + } + ], + "source": [ + "from mspasspy.preprocessing.css30.dbarrival import set_source_id_from_evid\n", + "result=set_source_id_from_evid(db)\n", + "print('Number of arrival documents processed=',result[0])\n", + "print('Number of arrival documents updated=',result[1])\n", + "print('Number arrivals in set that did not match keyed by evid =',result[3])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That failed for an unknown reason. The next books seeks to know why." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'_id': ObjectId('601012354b4f9e654b4e0e97'), 'index': 6, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': '115A', 'phase': 'P', 'iphase': 'P', 'delta': 62.786, 'seaz': 136.82, 'esaz': 322.89, 'residual': -0.054000000000000006, 'time': 1174877841.55093, 'deltim': 2.275, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e91'), 'index': 0, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': '319A', 'phase': 'P', 'iphase': 'P', 'delta': 60.128, 'seaz': 138.91, 'esaz': 323.99, 'residual': -0.445, 'time': 1174877823.17531, 'deltim': 1.3, 'css30_sta': '319ATA', 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e94'), 'index': 3, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': '217A', 'phase': 'P', 'iphase': 'P', 'delta': 61.29600000000001, 'seaz': 137.7, 'esaz': 323.17, 'residual': -0.079, 'time': 1174877831.50638, 'deltim': 1.625, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e96'), 'index': 5, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': '116A', 'phase': 'P', 'iphase': 'P', 'delta': 62.38399999999999, 'seaz': 137.22, 'esaz': 323.14, 'residual': -0.7170000000000001, 'time': 1174877838.19964, 'deltim': 2.925, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e9a'), 'index': 9, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'X15A', 'phase': 'P', 'iphase': 'P', 'delta': 64.1, 'seaz': 137.42, 'esaz': 324.24, 'residual': -0.085, 'time': 1174877850.21896, 'deltim': 1.625, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e93'), 'index': 2, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': '218A', 'phase': 'P', 'iphase': 'P', 'delta': 61.007, 'seaz': 138.45, 'esaz': 323.88, 'residual': -0.107, 'time': 1174877829.5188901, 'deltim': 1.625, 'css30_sta': '218ATA', 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e99'), 'index': 8, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'MVCO', 'phase': 'P', 'iphase': 'P', 'delta': 64.203, 'seaz': 141.58, 'esaz': 328.77, 'residual': -0.88, 'time': 1174877850.09711, 'deltim': 2.6, 'css30_sta': 'MVCOUS', 'net': 'US', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e92'), 'index': 1, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': '318A', 'phase': 'P', 'iphase': 'P', 'delta': 60.576, 'seaz': 138.3, 'esaz': 323.51, 'residual': -0.099, 'time': 1174877826.5889, 'deltim': 1.625, 'css30_sta': '318ATA', 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e95'), 'index': 4, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': '216A', 'phase': 'P', 'iphase': 'P', 'delta': 61.832, 'seaz': 137.23, 'esaz': 322.89, 'residual': -0.389, 'time': 1174877834.81605, 'deltim': 1.95, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e98'), 'index': 7, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'Z14A', 'phase': 'P', 'iphase': 'P', 'delta': 63.681000000000004, 'seaz': 136.44, 'esaz': 322.91, 'residual': 0.93, 'time': 1174877848.4718099, 'deltim': 1.95, 'css30_sta': 'Z14ATA', 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e9c'), 'index': 11, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'WUAZ', 'phase': 'P', 'iphase': 'P', 'delta': 64.392, 'seaz': 138.5, 'esaz': 325.59, 'residual': -1.101, 'time': 1174877851.11815, 'deltim': 1.625, 'css30_sta': 'WUAZUS', 'net': 'US', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e9b'), 'index': 10, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'Y14A', 'phase': 'P', 'iphase': 'P', 'delta': 64.132, 'seaz': 136.58, 'esaz': 323.31, 'residual': -0.053, 'time': 1174877850.46158, 'deltim': 1.95, 'css30_sta': 'Y14ATA', 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0ea0'), 'index': 15, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'W15A', 'phase': 'P', 'iphase': 'P', 'delta': 64.627, 'seaz': 137.62, 'esaz': 324.74, 'residual': 1.205, 'time': 1174877854.96231, 'deltim': 2.275, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e9d'), 'index': 12, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'X14A', 'phase': 'P', 'iphase': 'P', 'delta': 64.454, 'seaz': 136.85, 'esaz': 323.79, 'residual': -0.716, 'time': 1174877851.90942, 'deltim': 3.575, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e9e'), 'index': 13, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'Y13A', 'phase': 'P', 'iphase': 'P', 'delta': 64.516, 'seaz': 135.84, 'esaz': 322.67, 'residual': 0.297, 'time': 1174877853.3286, 'deltim': 1.95, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0eac'), 'index': 27, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'T15A', 'phase': 'P', 'iphase': 'P', 'delta': 66.054, 'seaz': 138.08, 'esaz': 326.02, 'residual': -0.445, 'time': 1174877862.5619, 'deltim': 1.95, 'net': 'TA', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0e9f'), 'index': 14, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'GLA', 'phase': 'P', 'iphase': 'P', 'delta': 64.56, 'seaz': 134.76, 'esaz': 321.42, 'residual': 0.34, 'time': 1174877853.6588, 'deltim': 1.625, 'css30_sta': 'GLA_CI', 'net': 'CI', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0ead'), 'index': 28, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'BEL', 'phase': 'P', 'iphase': 'P', 'delta': 65.922, 'seaz': 134.11, 'esaz': 321.41, 'residual': 0.679, 'time': 1174877862.83465, 'deltim': 1.95, 'css30_sta': 'BEL_CI', 'net': 'CI', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0ebb'), 'index': 42, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'GSC', 'phase': 'P', 'iphase': 'P', 'delta': 67.303, 'seaz': 133.85, 'esaz': 321.93, 'residual': 1.3259999999999998, 'time': 1174877872.31057, 'deltim': 1.3, 'css30_sta': 'GSC_CI', 'net': 'CI', 'source_id': '6012d929961f396071be7569'}\n", + "{'_id': ObjectId('601012354b4f9e654b4e0eaf'), 'index': 30, 'evid': 243020, 'source_lat': -17.376, 'source_lon': -72.611, 'source_depth': 26.9, 'source_time': 1174877218.64, 'mb': -999.0, 'ms': -999.0, 'sta': 'GMR', 'phase': 'P', 'iphase': 'P', 'delta': 66.27, 'seaz': 134.63, 'esaz': 322.24, 'residual': 0.33, 'time': 1174877864.7270901, 'deltim': 1.3, 'css30_sta': 'GMR_CI', 'net': 'CI', 'source_id': '6012d929961f396071be7569'}\n" + ] + } + ], + "source": [ + "cursor=db.arrival.find({}).limit(20)\n", + "for doc in cursor:\n", + " print(doc)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From this output and looking at the code for set_source_id_from_evid I think it means this is all good to go. Hence I'm going to see if I can release the kraken and got on." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Warning - the above takes a long time. It might be smart to run the next box before running the above.\n", + "\n", + "## Build index\n", + "As noted in raw data tutorial building these indices will speed things up a lot:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'source_id_1_net_1_sta_1'" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.arrival.create_index(\n", + "[\n", + " ('source_id',1),\n", + " ('net', 1),\n", + " ('sta',1)\n", + "])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Source data final preprocessing\n", + "One last step 8.1 of raw data tutorial. No change form that prototype" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "from mspasspy.preprocessing.seed.ensembles import link_source_collection\n", + "# this function is like subroutine and returns nothing\n", + "#link_source_collection(db,prefer_evid=True)\n", + "# Above failed trying this variant\n", + "link_source_collection(db)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Ensemble preprocessing data loading\n", + "This is a variant of the last box in the raw data tutorial. This should run a bit faster with no significant degradation of the result. Omit the bandpass filtering and doesn't do demean until after cutting the data down to size with a shorter time window. " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "from mspasspy.util.Undertaker import Undertaker\n", + "from mspasspy.algorithms import signals\n", + "from mspasspy.ccore.seismic import (TimeWindow,TimeSeries,TimeSeriesEnsemble)\n", + "from mspasspy.algorithms.window import WindowData\n", + "from mspasspy.algorithms.bundle import bundle_seed_data\n", + "from mspasspy.preprocessing.seed.ensembles import (load_one_ensemble,\n", + " load_channel_data,\n", + " load_site_data,\n", + " load_arrivals_by_id,\n", + " erase_seed_metadata)\n", + "import time\n", + "stedronsky=Undertaker(db)\n", + "dbwf=db.import_miniseed_ensemble\n", + "cursor=dbwf.find({},no_cursor_timeout = True)\n", + "n=0\n", + "for doc in cursor:\n", + " print('working on enemble number ',n)\n", + " if not 'evid' in doc:\n", + " print('Ensemble number ',n,' does not have an evid set - skipped')\n", + " n+=1\n", + " continue\n", + " print('calling load_one_ensmble for event number=',n)\n", + " ens=load_one_ensemble(doc,apply_calib=True,\n", + " ensemble_mdkeys=['source_id','evid','starttime','endtime'])\n", + " print('calling load_site_data')\n", + " load_site_data(db,ens)\n", + " print('calling_load_arrivals_by_id')\n", + " nlive=load_arrivals_by_id(db,ens)\n", + " print('Done - calling editor to cremate the dead')\n", + " n+=1\n", + " t0=time.time()\n", + " d_cleaned=stedronsky.cremate(ens)\n", + " t1=time.time()\n", + " print('Time to handle dead data=',t1-t0)\n", + " t0=time.time()\n", + " twin=TimeWindow(-300.0,400.0)\n", + " for i in range(len(d_cleaned.member)):\n", + " d=TimeSeries(d_cleaned.member[i])\n", + " t=d['arrival_time']\n", + " d.ator(t)\n", + " d=WindowData(d,twin)\n", + " d_cleaned.member[i]=d\n", + " t1=time.time()\n", + " print('Time to window cleaned ensemble=',t1-t0)\n", + " t0=time.time()\n", + " signals.detrend(d_cleaned,'demean')\n", + " t1=time.time()\n", + " print('Time to apply detrend operator=',t1-t0)\n", + " t0=time.time()\n", + " load_channel_data(db,d_cleaned)\n", + " t1=time.time()\n", + " print('Time to build cross reference to channel=',t1-t0)\n", + " t0=time.time()\n", + " ens3c=bundle_seed_data(d_cleaned)\n", + " t1=time.time()\n", + " print('Time to run bundle algorithm=',t1-t0)\n", + " print(\"Number of Seismograms after bundle_seed_data=\",len(ens3c.member))\n", + " #print_dead_logs(ens3c)\n", + " erase_seed_metadata(d_cleaned)\n", + " # This is a workaround for a bug that currently exists in\n", + " # save_ensemble_data in handling history database\n", + " # Should be able to eventually delete this\n", + " for d in ens3c.member:\n", + " d.clear_history()\n", + " t0=time.time()\n", + " db.save_ensemble_data(ens3c,'gridfs')\n", + " t1=time.time()\n", + " print(\"Time to save data to MongoDB=\",t1-t0)\n", + " del ens\n", + " n+=1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}